{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Fake Image Detection with ELA and CNN"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Agus Gunawan, Holy Lovenia, Adrian Hartanto Pramudita"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For more information: [Indonesian documentation](https://github.com/agusgun/FakeImageDetector/blob/master/docs/Deteksi%20Pemalsuan%20Gambar%20dengan%20ELA%20dan%20Deep%20Learning.pdf)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![full-architecture](docs/model-architecture.jpg \"Architecture\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Using TensorFlow backend.\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.image as mpimg\n",
    "import seaborn as sns\n",
    "%matplotlib inline\n",
    "\n",
    "np.random.seed(2)\n",
    "\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.metrics import confusion_matrix\n",
    "import itertools\n",
    "\n",
    "from keras.utils.np_utils import to_categorical # convert to one-hot-encoding\n",
    "from keras.models import Sequential\n",
    "from keras.layers import Dense, Dropout, Flatten, Conv2D, MaxPool2D\n",
    "from keras.optimizers import RMSprop\n",
    "from keras.preprocessing.image import ImageDataGenerator\n",
    "from keras.callbacks import ReduceLROnPlateau, EarlyStopping\n",
    "\n",
    "sns.set(style='white', context='notebook', palette='deep')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Initial preparation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from PIL import Image\n",
    "import os\n",
    "from pylab import *\n",
    "import re\n",
    "from PIL import Image, ImageChops, ImageEnhance"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_imlist(path):\n",
    "    return [os.path.join(path,f) for f in os.listdir(path) if f.endswith('.jpg') or f.endswith('.png')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def convert_to_ela_image(path, quality):\n",
    "    filename = path\n",
    "    resaved_filename = filename.split('.')[0] + '.resaved.jpg'\n",
    "    ELA_filename = filename.split('.')[0] + '.ela.png'\n",
    "    \n",
    "    im = Image.open(filename).convert('RGB')\n",
    "    im.save(resaved_filename, 'JPEG', quality=quality)\n",
    "    resaved_im = Image.open(resaved_filename)\n",
    "    \n",
    "    ela_im = ImageChops.difference(im, resaved_im)\n",
    "    \n",
    "    extrema = ela_im.getextrema()\n",
    "    max_diff = max([ex[1] for ex in extrema])\n",
    "    if max_diff == 0:\n",
    "        max_diff = 1\n",
    "    scale = 255.0 / max_diff\n",
    "    \n",
    "    ela_im = ImageEnhance.Brightness(ela_im).enhance(scale)\n",
    "    \n",
    "    return ela_im"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Sample: Real Image"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's open a real (not-fake) image as a sample."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=384x256 at 0x7FD13355C2B0>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open('datasets/train/real/Au_ani_00001.jpg')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is how it looks like after it is processed with error-level analysis (ELA)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=384x256 at 0x7FD13355C5C0>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "convert_to_ela_image('datasets/train/real/Au_ani_00001.jpg', 90)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Sample: Fake Image"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is how it looks like after it has been edited."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=500x375 at 0x7FD13355C630>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open('datasets/train/fake/Tp_D_NRN_S_N_ani10171_ani00001_12458.jpg')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is the result of the fake image after getting through ELA. We can compare the difference between the picture below and the real picture's ELA result."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=500x375 at 0x7FD13355C8D0>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "convert_to_ela_image('datasets/train/fake/Tp_D_NRN_S_N_ani10171_ani00001_12458.jpg', 90)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With our own naked eyes, we are able to differ which is the ELA result of the real picture and which one is the result of fake image. By saying real here, what we mean is a non-CGI picture that is not fabricated/edited in any way, e.g. splicing."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data preparation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Read dataset and conversion to ELA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset = pd.read_csv('datasets/dataset.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "X = []\n",
    "Y = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "for index, row in dataset.iterrows():\n",
    "    X.append(array(convert_to_ela_image(row[0], 90).resize((128, 128))).flatten() / 255.0)\n",
    "    Y.append(row[1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Normalization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "X = np.array(X)\n",
    "Y = to_categorical(Y, 2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Reshape X"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "X = X.reshape(-1, 128, 128, 3)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Train-test split"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_train, X_val, Y_train, Y_val = train_test_split(X, Y, test_size = 0.2, random_state=5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## CNN building"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Input:  (None, 128, 128, 3)\n",
      "Output:  (None, 124, 124, 32)\n",
      "Input:  (None, 128, 128, 3)\n",
      "Output:  (None, 120, 120, 32)\n",
      "Input:  (None, 128, 128, 3)\n",
      "Output:  (None, 60, 60, 32)\n"
     ]
    }
   ],
   "source": [
    "model = Sequential()\n",
    "\n",
    "model.add(Conv2D(filters = 32, kernel_size = (5,5),padding = 'valid', \n",
    "                 activation ='relu', input_shape = (128,128,3)))\n",
    "print(\"Input: \", model.input_shape)\n",
    "print(\"Output: \", model.output_shape)\n",
    "\n",
    "model.add(Conv2D(filters = 32, kernel_size = (5,5),padding = 'valid', \n",
    "                 activation ='relu'))\n",
    "print(\"Input: \", model.input_shape)\n",
    "print(\"Output: \", model.output_shape)\n",
    "\n",
    "model.add(MaxPool2D(pool_size=(2,2)))\n",
    "\n",
    "model.add(Dropout(0.25))\n",
    "print(\"Input: \", model.input_shape)\n",
    "print(\"Output: \", model.output_shape)\n",
    "\n",
    "model.add(Flatten())\n",
    "model.add(Dense(256, activation = \"relu\"))\n",
    "model.add(Dropout(0.5))\n",
    "model.add(Dense(2, activation = \"softmax\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "_________________________________________________________________\n",
      "Layer (type)                 Output Shape              Param #   \n",
      "=================================================================\n",
      "conv2d_1 (Conv2D)            (None, 124, 124, 32)      2432      \n",
      "_________________________________________________________________\n",
      "conv2d_2 (Conv2D)            (None, 120, 120, 32)      25632     \n",
      "_________________________________________________________________\n",
      "max_pooling2d_1 (MaxPooling2 (None, 60, 60, 32)        0         \n",
      "_________________________________________________________________\n",
      "dropout_1 (Dropout)          (None, 60, 60, 32)        0         \n",
      "_________________________________________________________________\n",
      "flatten_1 (Flatten)          (None, 115200)            0         \n",
      "_________________________________________________________________\n",
      "dense_1 (Dense)              (None, 256)               29491456  \n",
      "_________________________________________________________________\n",
      "dropout_2 (Dropout)          (None, 256)               0         \n",
      "_________________________________________________________________\n",
      "dense_2 (Dense)              (None, 2)                 514       \n",
      "=================================================================\n",
      "Total params: 29,520,034\n",
      "Trainable params: 29,520,034\n",
      "Non-trainable params: 0\n",
      "_________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "model.summary()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Add optimizer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "optimizer = RMSprop(lr=0.0005, rho=0.9, epsilon=1e-08, decay=0.0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "model.compile(optimizer = optimizer , loss = \"categorical_crossentropy\", metrics=[\"accuracy\"])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define early stopping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "early_stopping = EarlyStopping(monitor='val_acc',\n",
    "                              min_delta=0,\n",
    "                              patience=2,\n",
    "                              verbose=0, mode='auto')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Model training"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "epochs = 30\n",
    "batch_size = 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Train on 3768 samples, validate on 943 samples\n",
      "Epoch 1/30\n",
      " - 10s - loss: 0.6697 - acc: 0.6340 - val_loss: 0.5249 - val_acc: 0.6204\n",
      "Epoch 2/30\n",
      " - 7s - loss: 0.4549 - acc: 0.7914 - val_loss: 0.5951 - val_acc: 0.7349\n",
      "Epoch 3/30\n",
      " - 6s - loss: 0.3670 - acc: 0.8442 - val_loss: 0.3119 - val_acc: 0.8791\n",
      "Epoch 4/30\n",
      " - 6s - loss: 0.3398 - acc: 0.8559 - val_loss: 0.3380 - val_acc: 0.8706\n",
      "Epoch 5/30\n",
      " - 6s - loss: 0.2860 - acc: 0.8933 - val_loss: 0.3196 - val_acc: 0.8802\n",
      "Epoch 6/30\n",
      " - 6s - loss: 0.2690 - acc: 0.9007 - val_loss: 0.2350 - val_acc: 0.9120\n",
      "Epoch 7/30\n",
      " - 6s - loss: 0.2080 - acc: 0.9220 - val_loss: 0.2313 - val_acc: 0.9141\n",
      "Epoch 8/30\n",
      " - 6s - loss: 0.1941 - acc: 0.9217 - val_loss: 0.5936 - val_acc: 0.8208\n",
      "Epoch 9/30\n",
      " - 6s - loss: 0.1603 - acc: 0.9392 - val_loss: 0.2067 - val_acc: 0.9183\n",
      "Epoch 10/30\n",
      " - 6s - loss: 0.1402 - acc: 0.9477 - val_loss: 0.2137 - val_acc: 0.9120\n",
      "Epoch 11/30\n",
      " - 6s - loss: 0.1306 - acc: 0.9498 - val_loss: 0.2088 - val_acc: 0.9088\n"
     ]
    }
   ],
   "source": [
    "history = model.fit(X_train, Y_train, batch_size = batch_size, epochs = epochs, \n",
    "          validation_data = (X_val, Y_val), verbose = 2, callbacks=[early_stopping])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Performance measure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Accuracy and loss curves during training-validation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the loss and accuracy curves for training and validation \n",
    "fig, ax = plt.subplots(2,1)\n",
    "ax[0].plot(history.history['loss'], color='b', label=\"Training loss\")\n",
    "ax[0].plot(history.history['val_loss'], color='r', label=\"validation loss\",axes =ax[0])\n",
    "legend = ax[0].legend(loc='best', shadow=True)\n",
    "\n",
    "ax[1].plot(history.history['acc'], color='b', label=\"Training accuracy\")\n",
    "ax[1].plot(history.history['val_acc'], color='r',label=\"Validation accuracy\")\n",
    "legend = ax[1].legend(loc='best', shadow=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Confusion matrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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RatWeW6Ynx/h8FlAyFZFWywQBmRiZMk6dcsiZTN19WCkDEZHqFsSctB9U+qR9M+sB7Af0dvcrzWxzIOPuH7RZdCJSNTJABS+0Hy8uMxsGTAW+D1wc7R4MjGujuESkyjRMjYqzpVHcJH8NcKy77wusjfZNBoa2SVQiUnUaLkDF2dIobjd/K3d/InqdjX6uBtZLPiQRqUZB9CdOvTSK2zKdYmb7Ntm3D/BWwvGISJXKBPG3NIrbMj0LeMDMHgA6mdkY4LBoExFpvbjjoSnt58dqmbr7C8COwDTCeaVzgd3d/aU2jE1Eqki1jJni7rOAy8ysh7svbsOYRKQK1WQCamL04ePUKYdYydTMNgKuBo4COprZKuAe4Ex3r23D+ESkSgQxn05a6RegbgG6A7sCPaKf3aL9IiKtVi3d/H2APu6+Inr/n2ghlDltE5aIVJsgiHfffVqTadyW6XtA/yb7+gHvJhuOiFSroIgtjeIuwfc48ISZ3Q7MArYARgJ3tG14IlIt2vNK+02X4Hsf+Fqj97OA4YlHJCJVKe6E/JRezNcSfCKSDu25ZSoiUjLteaX9dcysD+E80+FAz8Zl7l7TBnGJSJXJBPEm7Re70r6Z3Q9sBdQDy4Az3P0NMxsE3A5sAiwERrr7u9FncpbljCtmPOOiugdGwQwFHgFOL+pbiYjk0IbrmR7v7l9x9x2BK/h0fvw4YIy7DwLGAOMbfSZfWbPidvO/Cgxw92VmlnX3V83sROD5OCcRESkk7rSnRnX6mVnT4tqmd2W6+5JGbzcC6s2sFzAE+Ea0/y7gejPbNDpFs2XuviBXXHGTaR3h+qUAS6ITLiGcayoi0moteKDec80UXwxc1HSnmd0EfJMwUe5HOL1zjrvXAbh7nZl9EO0P8pS1Opm+DOwPPAA8CfwZ+AR4LebnRUTyasEFqGHA7CbFza4V4u4nAZjZCOB3wC9aGGZOcZPpCD4dXx0NnAN0Ba5MOiARqU4tmBo1291nFHMOd7/DzP5AmIT7mllN1PKsAfoQzp8P8pTlFCuZuvuiRq8/AS4s5guIiBQUdxGTIq4/mVlXoEe0hChmdjCwCPgQeAM4Grgz+vl6w5iomeUsyyXf7aQXxAnW3S+JU09EJJ8WjJnG0QX4i5l1Ibz2swg42N2zZnYqcHuU6xYT3iLfIF9Zs/K1TAfGCDRbuEoy/v3gxfTtq+tdlWzEHRpibw9W1+ZtoLVYJoBMrHmm8Y/p7vOB3XKUTSFcTrSoslzy3U46opgDiYi0RoZ4E9/jTo4vNd1OKiKpoHvzRUQSEMRcNSqluVTJVETSod0uwSciUkpV0803s68B3wU2c/dDzWwIsKG7/7PNohORqlHpLdNYF8bM7HTgZsI7ABpW218NXNpGcYlIlan0p5PGnWXwU2Bfd/8V4ZqAAP8Ftm2TqESk6tQEAR1ibDUpzaZxu/kbAjOj1w0T9Tvw6UpSIiKtEhBzoZM2j6Rl4rZMnwfOarJvFKDxUhFJRMPtpHG2NIrbMj0DeNjMTgY2NLO3CVulB7RZZCJSVariGVDuPsfMdgJ2B/oTXoh6sWHxVBGR1qqaSfvuXg+8EG0iIolqo1WjSibu00mnk2OFKHf/QqIRiUhVqopuPnBSk/e9CcdR70o2HBGpVpU+aT/umOnEpvvMbCLwKHB10kGJSPUJoj9x6qVRa+7NXwGoiy8iiagJoEOMyZo16cylscdMmz7CpDNwIPBE4hGJSFWqloVOmj7CZDkwBrgt0WhEpGq1+zHT6DGnTwIT3H1l24ckItWo0q/mFxyhiCbmX6dEKiJtKZy0X/hW0opNppFHzEy3jopIm2no5sfZ0ijumGkG+JuZPU94K+m6Cfzu/r22CExEqkuld/PjJtN3gd+1ZSAiUt0yBGRizCGNU6cc8iZTMzva3e9y91+UKiARqU6ZAGpiDDymtZtfKPTxJYlCRKpee1/PNJ1Ri0i7097HTGuip5LmDN/dn042JBGpRu19Cb6OhE8lzRV9Ft2fLyIJaO8t0+Var1RESiEg3sT3lObSVq0aJSKSmPa+0Ek6oxaRdicgXsJJa1LKm0zdfcNSBSIi1a29X4ASESmJdr8En4hIacQbM01rR1/JVERSIUO8q/lxl7orNSVTEUmF9n41X0SkJNriar6ZbQLcAWwNrALeA37g7gvMbDfC9Uc6ATOA49z9w+hzOctySWuLWUSqTHgHVBBjK+qwWeC37m7uvj0wDbjczALgTmCUuw8CngUuB8hXlo9apiKSCi0YM+1nZk2La929tuGNuy8CnmlUPhk4DdgZWOnuz0f7xxG2QL9XoCxOXCIiZRSrVfqZG/ifA6Y32X6c6/BmliFMpA8C/YGZDWXu/hGQMbONC5TlpJapiKRCC+aZDgNmNymuJbfrgGXA9cBhRQdYgJKpiKRCCx5bMtvdZ8Q5tpldAQwEDnb3ejN7HxjQqLwnkHX3RfnK8sclIpICDT34OFsxzOxSYCfgUHdfFe1+FehkZntG708FJsQoy0ktUxFJhSD6E6deXGb2JeA8YCowKbpgNd3dDzOzEcB4M9uAaPoTQNRybbYsHyVTEUmFtlgc2t3fJsfUVHefBGxXbFkuSqYikgpBzDHTYlqmpaRkKiKp0N4fWyIiUhIBMZNpm0fSMkqmIpIKbXEBqpSUTEts5cqV7Pu1vVi9ahVr69Zy2P87gl9ceDH/eHoi553zM+rr6+nStSs33nwbW2+zTbnDlSbWqwm4ZP9BdKgJqAkCJs+oZcIbcxm915Zs3bMza+uzvLdgOX+Y9D51WeizUUdG7TmArTbpzF2vfcBDb+VdK6Oq1QTh7zROvTRSMi2xjh078vcnn6Zr166sWbOGfYbvyTe/tT+jf3gaf7n3AQZvuy3jbxjL5Zf9ihtvua3c4UoTa+qyXPz3d1m5tp6aAH55oPH6nCU8979FXPvsDAB+NHxLvj6oJ0/4RyxbVcctL81maP/u5Q28EsSdQ5rOXKpJ+6UWBAFdu3YFYM2aNaxds2bdPcdLly4FYOnSJfTu06ecYUoeK9fWA1CTCajJBGSz8PrspevK31vwCZt0WR+ApSvXMu2jT1hbny1LrJUkKOJPGqllWgZ1dXXsMXQnpk17jx+cNoqhu+7K2PE3cdi3D2CDTp3o1q0b/3x+crnDlBwyAfzm4MFs3q0jf5+ygPc++mRdWU0Ae22zMbe+NKuMEVamSn8GVElapmZ2hZlNN7OsmX25FOdMs5qaGl569Q3emzGbV17+F2+/9RbXXXMV9z34KNNmzGbE8Sdyzlk/KXeYkkN9Fn724BR+MOEttunZhS26b7Cu7KTd+/PfecuYMn95GSOsTOHi0JXaLi1dN/9+YC8aLWsl0L17d/YavjePP/4Y/3nz3wzddVcAjvjOUUyePKnM0Ukhn6yu4+15H7NDv24AHLHD5nTboAO3/6vpQkYSR1vdm18qJUmm7v68u6vfAyxYsIDa2nCVsBUrVvD0xKcYPHhbli5ZwrtTpwLw9FNPYoO3LWeYkkO3jh3ovH4NAOvXBGzfuxtzaleyz8BN2KFvN67553Q0OtoyQRFbGmnMtMTmzZ3Lyd87nrq6Ouqz9Rx+xJEccOBBjBl3I0cfeTiZTIbuPXow/sZbyh2qNKN75/X44bABZKLHZ7w4fTGvzV7K3cfvyIJlq7n0wHDl95dm1vLXf8+je6cOXH7wYDqtV0M2m+XAL/bizPveYcWa+jJ/k/QJgoCMHqgncW23/fZMfuX1z+0/5NDDOOTQxNerlYS9v3gFZz845XP7v3v75/9OAWpXrOXUCW+1dVjtgm4nFRFJgO6AEhFJQKW3TEs1NepaM5sN9AOeMrO3S3FeEakcugAVg7uPBkaX4lwiUsHSmiljUDdfRFJBY6YiIgmo9DFTJVMRSYW446EpzaVKpiKSEtHqaXHqpZGSqYikgrr5IiIJUDdfRCQJFZ5NlUxFJBU0NUpEJAEaMxURSUCF9/KVTEUkJSo8myqZikgqaMxURCQBQcynk2rMVESkkJQmyjiUTEUkFdTNFxFJgKZGiYgkoMIv5iuZikhKVHg2VTIVkVQIc2mcMdN0UjIVkVTQmKmISALaIpma2RXA4cCWwHbu/la0fxBwO7AJsBAY6e7vFirLpySPehYRKSQo4k8R7gf2AmY22T8OGOPug4AxwPiYZTmpZSoi6RCzZdool/Yzs6alte5e2/DG3Z8HaFzPzHoBQ4BvRLvuAq43s02jozdb5u4L8oWllqmIpEJQxBZ5DpjeZPtxjFNtAcxx9zqA6OcH0f58ZXmpZSoi6VD81KhhwOwmpbWUiZKpiKRCC24nne3uM1pwqllAXzOrcfc6M6sB+kT7gzxleambLyKp0HA1P87WGu7+IfAGcHS062jgdXdfkK+s0HGVTEUkFVowZlqQmV1rZrOBfsBTZvZ2VHQqcIaZTQXOiN4ToywndfNFJBUCYs4zLeKY7j4aGN3M/inArjk+k7MsHyVTEUmFIAgIYmTTOHXKQclURFKhwtc5UTIVkZQoftJ+qiiZikgqaKV9EZEkVHg/X8lURFKhwnOpkqmIpIPWMxURSYDGTEVEEqCWqYhIApRMRUQSoG6+iEgSKnzSvlaNEhFJgFqmIpIKbbFqVCkpmYpIKmjMVEQkAbqaLyKSAN1OKiKSgLBlGmdx6BIE0wJKpiKSCurmi4gkQN18EZEkVHg2rYRkWgMwf968cschrbS6tuCjx6UCrF66sOFlTZLH/XD+fOJkyrBe+lRCMu0NcOLIY8sdh4h8Vm9gWgLHWQosPnHksT2K+Mzi6HOpUQnJ9GVgGDAXqCtzLCIStkh7E/7bbDV3X2Rm2wDdivjYUndflMT5kxJks9lyxyAiUvG00ImISAKUTEVEEqBkKiKSACVTEZEEKJmKiCRAyVREJAFKpiIiCVAyFRFJgJKpiEgCKuF20nbJzL4JfDV6e6u7zyhjOCLSSmqZloGZ7QdcB9QCvYAXzGw/M9PfR4Uxs6FmNrDccUj5qWVaHt8Crnb3GwDM7B3gl4QLuTxZzsAkvuh/io8Cr5rZ0e7+XrljkvJRS6g86oA+DW/c/TrgDuA2M9uibFFJbGbWCTgW+A7wL+CWaOUjqVJKpuVxD3CamR3VsMPdryVs5RxetqgkNndfAZwNPOzuo4AZhAl1UFkDk7JRMi0Dd38ZGA2c3TihEo6hrl+eqKRY7j4XWB29HkmYUG8ysy5mdoqZnVnO+KS0NGZaPhOAemCMmQ0B1gAHEHYbpUK4e9bMMu5e7+4jzew6wtXnVwGHlDk8KSG1TMvE3de6+93ANwgfvxAAR7r7O+WNTIrl7vWNZmJMJmyk7O/ub5QxLCkxrbQvkhAz6w6MAy5z9zfLHY+UlpKpSILMbH13X13uOKT0lExFRBKgMVMRkQQomYqIJEDJVEQkAUqmIiIJUDKVZpnZlmaWNbMO0fvHzOz4Epz3IjO7M0fZ3mY2O+ZxTjCz51sYQ4s/K9VLd0BVMDObAWxGuHDKcsJ7+89w92VJn8vd9y8ippPc/amkYxBJM7VMK9/B7t4VGALsApzftIKZBVorVaRtqWXaTrj7HDN7DPgygJk9A7wA7E2YaLczswXAlYRrANQDtwIXunudmdUAvwFOILy99feNjx8d7053vyl6fzLwE6AfMAs4DjgT6A88ZGZ1wCXu/lsz2y067xeBmcCP3P2Z6DhbAbdFMU4GPO53NrOfAycTLrA9C/g/d7+vUZUguld+JDAXGOXuE6PPbpTrdxH3/CKNqbXSTkTroB4AvN5o9wjgFGBDwiR2O7AW2AbYEfgmcFJU92TgoGj/zsARec71HeAiwiTVDfg2sNDdRwDvE7WWo0TaF3gE+BWwMXAWcK+ZbRod7s/Aq0BPwgWyixmXnQYMAzYCLgbuNLPejcp3Bf4XHftC4G9mtnFUlu93IVI0tUwr3/1mthZYQpi0LmtUdpu7vw1gZpsB+wPdo7U4l5vZVYTJdjxwJOHq/7Oi+r8mbNU25yTgt9FSggD5Vpg/DnjU3R+N3j9pZq8AB5jZPwiHJvZ191XAs2b2UNwv7u5/afT2HjM7FxgKPBDt+zD6Ttmo/KfAgWb2BPl/FyJFUzKtfIfmudgzq9HrAcB6wFwza9iXaVSnT5P6M/OnaA8UAAABrElEQVSccwvCVmEcA4DvmNnBjfatB/wjOudid1/e5LyxnjZgZiMJhxq2jHZ1JWyFNpgTJdLGx+5D4d+FSNGUTNu3xolkFuEamz3dfW0zdefy2STWP89xZwFbxzhnQ9073P3kphXNbADQw8y6NEqo/Zs5xudEn70R+DrwYjTu+wbhUoYN+ppZ0Cih9gcepPDvQqRoSqZVwt3nRt3b35vZL4BlwFZAP3f/J+Fi1aPN7GHCaVY/z3O4m4Aro7mYrxEm1jXuPhOYD3yhUd07gZfN7FvAU4Qtwt2A99x9ZtTlv9jMziPsoh9MmPAK6UKYdBcAmNmJRBffGukVfaexwKHAtoRDDgsL/C5EiqYLUNVlJOFjUd4BFgN/BRou2NwIPA78mzBB/i3XQaKxyksJLx59DNxPeHEJ4NfA+WZWa2ZnRWOwhwDnESa+WcDP+PS/vWMILxQtIrxI9Mc4XyRaRPv3wIuECXw7wtkLjb0EDAQ+iuI9wt0XxvhdiBRNS/CJiCRALVMRkQQomYqIJEDJVEQkAUqmIiIJUDIVEUmAkqmISAKUTEVEEqBkKiKSgP8PaQPv6OX0JDYAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_confusion_matrix(cm, classes,\n",
    "                          normalize=False,\n",
    "                          title='Confusion matrix',\n",
    "                          cmap=plt.cm.Blues):\n",
    "    \"\"\"\n",
    "    This function prints and plots the confusion matrix.\n",
    "    Normalization can be applied by setting `normalize=True`.\n",
    "    \"\"\"\n",
    "    plt.imshow(cm, interpolation='nearest', cmap=cmap)\n",
    "    plt.title(title)\n",
    "    plt.colorbar()\n",
    "    tick_marks = np.arange(len(classes))\n",
    "    plt.xticks(tick_marks, classes, rotation=45)\n",
    "    plt.yticks(tick_marks, classes)\n",
    "\n",
    "    if normalize:\n",
    "        cm = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis]\n",
    "\n",
    "    thresh = cm.max() / 2.\n",
    "    for i, j in itertools.product(range(cm.shape[0]), range(cm.shape[1])):\n",
    "        plt.text(j, i, cm[i, j],\n",
    "                 horizontalalignment=\"center\",\n",
    "                 color=\"white\" if cm[i, j] > thresh else \"black\")\n",
    "\n",
    "    plt.tight_layout()\n",
    "    plt.ylabel('True label')\n",
    "    plt.xlabel('Predicted label')\n",
    "    \n",
    "    \n",
    "# Predict the values from the validation dataset\n",
    "Y_pred = model.predict(X_val)\n",
    "# Convert predictions classes to one hot vectors \n",
    "Y_pred_classes = np.argmax(Y_pred,axis = 1) \n",
    "# Convert validation observations to one hot vectors\n",
    "Y_true = np.argmax(Y_val,axis = 1) \n",
    "# compute the confusion matrix\n",
    "confusion_mtx = confusion_matrix(Y_true, Y_pred_classes) \n",
    "# plot the confusion matrix\n",
    "plot_confusion_matrix(confusion_mtx, classes = range(2))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
